PacktPublishing / LLM-Engineers-Handbook
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
โ1,324Updated last week
Related projects โ
Alternatives and complementary repositories for LLM-Engineers-Handbook
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.โ823Updated this week
- ๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๏ฟฝโฆโ2,651Updated this week
- AdalFlow: The library to build & auto-optimize LLM applications.โ2,002Updated this week
- โ1,260Updated last week
- Open-source AI cookbookโ1,670Updated last week
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"โ1,987Updated 3 weeks ago
- A 4-hour coding workshop to understand how LLMs are implemented and usedโ744Updated last month
- A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your dataโ1,255Updated last week
- This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated โฆโ813Updated last month
- The book every data scientist needs on their desk.โ713Updated this week
- ghimiresunil / LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-InferencingLLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencโฆโ630Updated 3 weeks ago
- This repository will contain all the presentations, content, hands-on notebooks for a full day Generative AI workshop on Training, Fine-tโฆโ227Updated 2 weeks ago
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard aโฆโ767Updated last week
- Implementing the 4 agentic patterns from scratchโ728Updated 2 weeks ago
- High-quality datasets, tools, and concepts for LLM fine-tuning.โ1,980Updated 2 weeks ago
- AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT,โฆโ642Updated last month
- Learn how to create, develop, and maintain a state-of-the-art MLOps code baseโ290Updated 3 months ago
- Start building and deploying Python packages and Docker images for MLOps tasks.โ332Updated 3 months ago
- Machine Learning Journal for Intermediate to Advanced Topics.โ816Updated last week
- LLM Finetuning with peftโ2,149Updated 4 months ago
- A collection of notebooks/recipes showcasing usecases of open-source models with Together AI.โ410Updated this week
- GenAI career assistantโ313Updated 3 weeks ago
- Practical course about Large Language Models.โ1,266Updated this week
- Everything about LLMs in production.โ60Updated 4 months ago
- Recipes for shrinking, optimizing, customizing cutting edge vision models. ๐โ865Updated 2 months ago
- Parse files for optimal RAGโ3,045Updated this week
- This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as aโฆโ4,050Updated 2 weeks ago
- Web-based tool converts GitHub repository contents into a single formatted text fileโ831Updated 2 weeks ago
- NLP Projects playlistโ409Updated 2 months ago
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.โ654Updated 3 months ago